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Multiple imputation for time series data with Amelia package

Time series data are common in medical researches. Many laboratory variables or study endpoints could be measured repeatedly over time. Multiple imputation (MI) without considering time trend of a variable may cause it to be unreliable. The article illustrates how to perform MI by using Amelia packa...

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Bibliografske podrobnosti
izdano v:Ann Transl Med
Glavni avtor: Zhang, Zhongheng
Format: Artigo
Jezik:Inglês
Izdano: AME Publishing Company 2016
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC4740012/
https://ncbi.nlm.nih.gov/pubmed/26904578
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3978/j.issn.2305-5839.2015.12.60
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